Set on an island off the coast of New England in the 1960s, “Moonrise Kingdom” follows a young boy and girl falling in love. When they are moved to run away together, various factions of the town mobilize to search for them and the town is turned upside down  which might not be such a bad thing. Willis plays the town sheriff; Norton is cast as a camp leader; Murray and McDormand portray the young girls parents.